Pattern Recognition: Introduction, Features, Classifiers and Principles - De Gruyter Textbook - Jurgen Beyerer - Knihy - De Gruyter - 9783111339191 - 01. apríla 2024
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Jurgen Beyerer
Pattern Recognition: Introduction, Features, Classifiers and Principles - De Gruyter Textbook 2nd edition

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The book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way.

Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it.

Ideas of proofs are presented instead of complete proofs. From the authors' point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughlyExtremely practical approach with many examplesBased on over ten years lecture at Karlsruhe Institute of TechnologyFor students but also for practitioners

300 pages, 200 Illustrations, color

Médium Knihy     Paperback Book   (Kniha s mäkkou väzbou a lepeným chrbtom)
Vydané 01. apríla 2024
ISBN13 9783111339191
Vydavatelia De Gruyter
Strany 327
Rozmery 240 × 171 × 21 mm   ·   604 g
Jazyk Angličtina  

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